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▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ █ FULLSTACK DEVELOPER █ █ 3+ YEARS EXPERIENCE █ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ I am a versatile freelancer with three years of experience spanning the digital landscape from web development to AI integration. My portfolio includes collaborations with global enterprises like Walmart and Mondelez, as well as innovative startups like Nagel und Kopf, serving clients across Switzerland, Germany, the United Kingdom, and Silicon Valley. ░░░░░░░░░░░░░░░░░░░░░ ▌▌▌▌▌ CORE SERVICES ▌▌▌▌▌ ░░░░░░░░░░░░░░░░░░░░░ ►►►► AI & MACHINE LEARNING ◄◄◄◄ def ai_capabilities(): return { "machine_learning": ["autoencoders", "LLM_fine_tuning", "computer_vision"], "advanced_ai": ["RAG_implementation", "neural_networks"], "frameworks": ["TensorFlow", "PyTorch", "Hugging_Face"] } • Proficient in machine learning techniques, including autoencoders, LLM fine-tuning, and computer vision • Experience implementing Retrieval Augmented Generation (RAG) for advanced AI applications ►►►► AUTOMATION & INTEGRATION ◄◄◄◄ const automation = { apis: ["Python", "REST", "GraphQL"], platforms: ["Zapier", "Make.com", "N8N"], deployment: ["Docker", "AWS", "Serverless"] }; • Development of custom API integrations using Python • Automation solutions through platforms such as Zapier, Make.com, and N8N ►►►► FULLSTACK DEVELOPMENT ◄◄◄◄ ▓▓▓ FRONTEND ▓▓▓ ◄═► ▓▓▓ BACKEND ▓▓▓ ◄═► ▓▓▓ DATABASE ▓▓▓ React • Next.js • Vue.js • TypeScript ═► Node.js • Python • APIs • Hooks ═► PostgreSQL • MongoDB • Supabase • Firebase Expertise in modern front-end frameworks and libraries including React, Next.js, Vue.js, TypeScript, and JavaScript Database management and integration using PostgreSQL and SQL-based systems (Supabase, Firebase, or MongoDB) Creation of custom APIs, hooks, and complete CMS or CDN solutions ►►►► WEB DEVELOPMENT ◄◄◄◄ ╔═CMS═SOLUTIONS═══════════════╗ ║ ✓ Webflow + Next.js Integration ░░░░░░░░║ ║ ✓ Framer + React/Vue.js ░░░░░░░░░░░░ ║ ║ ✓ Custom CDN Creation & Deployment ░░░ ║ ║ ✓ Animation: Lottie Files + After FX ░░░░░░║ ║ ✓ Multilingual: Weglot│Hardcode│i18n░░░░║ ║ ✓ Auth: Memberstack│Supabase Magic ░░░║ ╚════════════════════════════╝ Development using CMS systems such as Webflow or Framer, with seamless integration of frameworks like Next.js, React, Vue.js, and Node.js Clean, standards-based HTML, CSS, and JavaScript development for robust web solutions Custom CDN creation and deployment Animation expertise using Lottie files or Adobe After Effects Multilingual website creation through methods including Weglot, hardcoding, React libraries, or native CMS locale functions Dashboard design and implementation of secure authentication systems ►►►► DESIGN & BRAND IDENTITY ◄◄◄◄ UX Research ═► Wireframing ═► Prototyping ═► Development ░░░░║ ░░░░░░░░░║░░░░░░░░║░░░░░░░░░║ ░░░░▼░░░░░░░░░▼░░░░░░░░▼░░░░░░░░░▼ User Testing Lo-Fi Design Hi-Fi Design Implementation Strategic design solutions that ensure visual consistency and a strong brand identity Extensive experience in UI/UX design, responsive design, prototyping, and high-fidelity wireframing ►►►► DATA SCRAPING & ANALYSIS ◄◄◄◄ class DataPipeline: def init(self): self.tools = ["Python", "Beautiful_Soup", "Scrapy"] self.output = ["Market_Research", "Competitor_Analysis"] def extract_transform_load(self, raw_data): return self.transform_to_insights(raw_data) Skilled in web scraping, data extraction, and cleansing using tools such as Python, Beautiful Soup, and Scrapy Ability to transform raw data into actionable insights for market research, competitor analysis, and trend tracking ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ █▌▐█ ABOUT THE DEVELOPER █▌▐█ ▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄ ▲ Age: 24 years old ▲ Education: Bachelor's in International Information Systems ▲ University: Applied Sciences Augsburg ▲ Specialization: Software Development • Engineering • Project Management On a personal note, I am 24 years old and will soon complete my Bachelor's degree in International Information Systems at the University of Applied Sciences Augsburg. My academic background in software development, engineering, and project management reinforces my commitment to delivering innovative, reliable solutions tailored to your business needs. ♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦ █ READY TO COLLABORATE? █ ♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦♦ Let's collaborate to develop digital solutions that drive your business forward.

🚀 About Me: I am a AI & ML Data Annotation Specialist, Deep Learning Engineer & Computer Vision Specialist with 4+ years of experience in Data collection, Data cleaning, Data annotation and training CNN-based models for Object Detection, Image Segmentation, and Tracking. I have successfully built high-accuracy AI solutions for many industries. 💡 My Expertise: ✔ 2D & 3D Image Annotations: Bounding Box, Polygon, Polyline, Point, Semantic & Instance Segmentation and Key point, Cuboid, LIDAR, OCR and Mesh Annotation. ✔ Video Annotations: Object Tracking (Bounding Box, Polygon, Keypoint, Polyline), Action Recognition & Event Tagging and Audio-Visual Annotations. ✔ NLP Data Labeling: Named Entity Recognition, Sentiment Analysis and Text Categorization. ✔ Data annotation tools: CVAT, LabelStudio, Roboflow, Labelbox, VIA (VGG Image Annotation) SuperAnnotate, and Scale AI. ✔ Deep Learning Models: YOLO (v3/v4/v5/v8), Faster R-CNN, Mask R-CNN, DeepLab, CenterNet, CenterTrack ✔ Computer Vision Applications: Object Detection, Segmentation, Keypoint Tracking, Image Classification ✔ Machine Learning Tools: Scikit-learn, Pandas, NumPy, Matplotlib, OpenCV ✔ Python Programming & AI Frameworks: TensorFlow, PyTorch, Keras ✔ Cloud Computing & Deployment: AWS (S3, EC2, Lambda), Google Colab, ONNX, TensorRT ✔ CNN Architectures – ResNet, Xception, AlexNet, VGGNet ✔ Quality Control for AI training models. 🔥 Why Work With Me? 🔹 Proven Expertise in AI & Deep Learning: Hands-on experience with CNN-based models for object detection, segmentation, and tracking. 🔹 Strong Python & ML Skillset: Proficient in TensorFlow, PyTorch, Keras, Scikit-learn, Pandas, and OpenCV to build scalable AI solutions. 🔹 High-Performance AI Models: Achieved state-of-the-art accuracy in multiple projects, ensuring fast and reliable inference. 🔹 Cloud & Deployment Ready: Experience in AWS, Google Colab, TensorRT, and ONNX for cloud-based AI solutions and model optimization. 🔹 End-to-End AI Development: Expertise in data preprocessing, model training, fine-tuning, and deployment for production-ready AI applications. 🔹 Client-Focused & Results-Driven: Committed to delivering high-quality AI models on time, ensuring maximum efficiency and accuracy. Let’s discuss how I can build or improve your AI models! 🚀

🤖💡 Eager to unlock the potential of AI to revolutionize your business, but afraid of being left behind? ✔️Successfully delivered $25M worth of projects across 14+ through first-class technical AND business expertise. ✔️ 20+ years C-Level experience in enterprise grade development, 7 years focused on AI/ML, provide you with the expertise needed to navigate the fast paced environment of AI efficiently. ✔️ Recognized in Bloomberg, Yahoo Finance and Fox Business amongst others as part of Upwork's announcement of its partnership with OpenAI. ✔️ Most recently launched a $5M product successfully to 9 markets in 18 months, generating $4M in direct profit. I help you focus on what’s important and see through the hype. ✔️ Led Business Intelligence Product Family in CTO capacity of a global advisory business, I help seeing through the hype and focus on feasible, effective and high quality solutions. ✔️ Led large scale delivery teams in 5 continents from ideation to launch across the full AI/ML Stack and Application Layer, I know how to execute effectively and efficiently, saving you time & resources. ✔️Top-1% Upwork Freelancer, 'Expert Vetted', I ensure your investment in AI/ML technology is effectively utilized and delivers highest quality results for your business. ## **(ツ)*/¯ WHAT I DO¯*(ツ)*/¯** 🤖 Develop Custom AI Chatbots, 📊 Design Recommendation Systems, 💬 Implement Natural Language Processing & Custom Models (NLP), 👁️ Create Computer Vision Solutions, 📈 Apply Predictive Analytics, 🎯 Optimize AI for Marketing, and ⚙️ Automate Processes. (ツ)*/¯HOW WE CAN SUCCEED TOGETHER¯*(ツ)*/¯ 1. Ideation & Discovery: We'll co-create project concepts tailored to your business, pinpointing the highest impact opportunities for AI & ML in your enterprise. 2. Prototyping: By developing early-stage solutions and Proof of Concepts (PoCs), we'll improve efficiency and ROI, minimizing both your investment and time. 3. Implementation: I'll deliver production-level AI & ML solutions focused on enhancing performance and driving tangible value, ensuring you dominate your market swiftly. 4. Launch: I'll deploy, monitor, and optimize successful solutions for continuous business growth and enhancement. 🏆 With my rich experience in AI/ML, I rely on proven processes and cutting-edge expertise to deliver bespoke solutions. ⏱️ My approach centers around delivering value swiftly, based on minimal data. 🎯 I'll tailor the design and tech stack to your goals, ensuring the delivery of high-quality results. 💪 My robust and adaptive delivery model allows me to offer bespoke solutions to meet your specific needs and drive your business forward. *(ツ)*/¯ I TECH STACK ¯*(ツ)*/¯ Data Layer 🗃️ 🗃️ Data Storage: SQL, Oracle MySQL, MongoDB, etc. 🕸️ Web Scraping: Beautiful Soup, Scrapy, etc. 🧮 Data Processing: Python, NumPy, pandas, etc. Model Layer🤖 🤖 ML Libraries: Scikit-learn, XGBoost, etc. 🤖🧠 DL Frameworks: TensorFlow, PyTorch, etc. 🧠 Large Language Models: GPT, **LLaMA**, etc. Prototyping & Low-Code Development Layer🎨 - 🎨 Prototyping Tools: Figma, Sketch, Adobe XD, etc. - 🛠️ Low-Code Development Platforms: Outsystems, Bubble, Power Apps, Appian, QuickBase, etc. - 🔍 Data Exploration: Tableau, Power BI, etc. Application Layer🌐 🌐 Web Development: HTML, CSS, JavaScript, React, etc. 📱 Mobile Development: Swift, Kotlin, React Native, etc. Integration/Deployment Layer☁️ - ☁️ Cloud Services: Azure, AWS, Google Cloud, etc. - 🛡️ API Development: RESTful APIs, GraphQL APIs, etc. - 🐳 Containerization & Orchestration: Docker, Kubernetes etc.

𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄: I am a Software Engineer with over 2 years of experience specializing in artificial intelligence (AI), machine learning (ML), data science, and full-stack development. My expertise lies in designing, implementing, and optimizing scalable AI/ML solutions and deploying them using industry-standard tools like Docker and MLOps frameworks. I have hands-on experience working on projects that involve OCR systems, predictive analytics, and building real-time applications. My focus on efficient deployment strategies, automation, and end-to-end solutions has helped companies streamline their processes and improve customer satisfaction. 𝗛𝗲𝗿𝗲’𝘀 𝘄𝗵𝗮𝘁 𝗜 𝗰𝗮𝗻 𝗱𝗼 𝗳𝗼𝗿 𝘆𝗼𝘂: 𝗔𝗜/𝗠𝗟 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 𝗗𝗲𝘀𝗶𝗴𝗻: Expertise in building and deploying scalable machine learning solutions using Python, PyTorch, and TensorFlow. 𝗢𝗖𝗥 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀: Developed and optimized OCR models with tools like Tesseract, Hugging Face, and Google Cloud Vision. 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 & 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲: Implemented solutions that increased predictive accuracy for decision-making, including customer behavior analysis, sales forecasting, and crime hotspot identification. 𝗘𝗻𝗱-𝘁𝗼-𝗘𝗻𝗱 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁: Full-stack development with a focus on AI/ML integrations, including real-time tracking systems and face verification models. 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸: Skilled in deploying machine learning models using containerization and CI/CD pipelines to ensure smooth deployment and monitoring. 𝗦𝗸𝗶𝗹𝗹𝘀: • Python, PyTorch, TensorFlow, Keras, Java, C++ • OCR Systems (Tesseract, Hugging Face, Google Cloud Vision) • Machine Learning & Deep Learning Models • Data Science & Predictive Analytics • Data Engineering (ETL pipelines, data scraping, processing) • Full-Stack Development (Streamlit, JavaScript) • Cloud Platforms (AWS, Azure, Google Cloud) • Containerization & Deployment (Docker, MLOps)

Hi, I’m Mert—a passionate AI and Machine Learning specialist with a Master’s in Computer Science, specializing in AI, from TU Berlin. I thrive on turning complex ideas into practical solutions, whether it's building intelligent systems, automating workflows, or creating AI agents that solve real-world problems. I have worked as software engineer in Bosch for a year before starting freelancing. With deep expertise in AI, Machine Learning, NLP, and Large Language Models (LLMs), I’ve worked on projects ranging from graph neural networks and automation systems to developing AI-driven tools for startups. My technical toolkit includes Python, TensorFlow, PyTorch, and various AI frameworks that allow me to build scalable, cutting-edge solutions tailored to client needs. I’m passionate about creating products that people can use in their daily lives—tools that are not just functional but intuitive and impactful. Whether you need help deploying machine learning models, designing AI architectures, or developing automation systems, I’m here to help bring your ideas to life. Let’s connect and build something great together! 🚀